SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 6651–6700 of 14297 papers

TitleStatusHype
Exploration of Proximity Heuristics in Length Normalization—0
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval—0
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes—0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification—0
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training—0
Exploiting Visual Semantic Reasoning for Video-Text Retrieval—0
Integrating Knowledge from Latent and Explicit Features for Triple Scoring - Team Radicchio's Triple Scorer at WSDM Cup 2017—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation—0
CLI-RAG: A Retrieval-Augmented Framework for Clinically Structured and Context Aware Text Generation with LLMs—0
Exploiting Temporal Dependencies for Cross-Modal Music Piece Identification—0
Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification—0
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection—0
Integrating Stance Detection and Fact Checking in a Unified Corpus—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
Clique: Spatiotemporal Object Re-identification at the City Scale—0
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning—0
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search—0
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching—0
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond—0
Intelligent Director: An Automatic Framework for Dynamic Visual Composition using ChatGPT—0
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents—0
Intensity-Modulated Fiber-Optic Voltage Sensors for Power Distribution Systems—0
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach—0
A Robust Blockchain Readiness Index Model—0
Intent Recognition in Doctor-Patient Interviews—0
Interactions in Information Spread—0
Interactions with Generative Information Retrieval Systems—0
Biomedical Evidence Generation Engine—0
A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus—0
Interactive Extractive Search over Biomedical Corpora—0
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors—0
Interactive Information Need Prediction with Intent and Context—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
Datasets for Multilingual Answer Sentence Selection—0
Interactive Query Clarification and Refinement via User Simulation—0
Interactive Query Formulation using Query By Navigation—0
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning—0
Interactive Segmentation on RGBD Images via Cue Selection—0
Interactive Spoken Content Retrieval by Deep Reinforcement Learning—0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet—0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval—0
CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval—0
Interactive Video Corpus Moment Retrieval using Reinforcement Learning—0
Interactive Video Retrieval with Dialog—0
A robot-assisted pipeline to rapidly scan 1.7 million historical aerial photographs—0
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified